# Eight daily ways an Engineering Manager uses AI for coding, planning, incidents, documentation, queries, unit tests, and debugging

DevFeed: [Eight daily ways an Engineering Manager uses AI for coding, planning, incidents, documentation, queries, unit tests, and debugging](<https://devfeed.tech/articles/8-daily-ways-i-use-ai-as-an-engineering-manager-to-level-up-my-work-28908.md>)

Original publisher: [Read original article](<https://levelupsoftwareengineering.substack.com/p/8-daily-ways-i-use-ai-as-an-engineering>)

Author: Caleb Mellas

Published: 2025-07-17T11:30:48Z

Content type: opinion

Language: en

Sources: [Level up software engineering](<https://devfeed.tech/sources/level-up-software-engineering.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [coding](<https://devfeed.tech/topics/coding.md>), [debugging](<https://devfeed.tech/topics/debugging.md>), [Documentation](<https://devfeed.tech/topics/documentation.md>), [unit tests](<https://devfeed.tech/topics/unit-tests.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [coding](<https://devfeed.tech/tags/coding.md>), [debugging](<https://devfeed.tech/tags/debugging.md>), [docs](<https://devfeed.tech/tags/docs.md>), [engineering-manager](<https://devfeed.tech/tags/engineering-manager.md>), [tests](<https://devfeed.tech/tags/tests.md>), [writing](<https://devfeed.tech/tags/writing.md>)

## AI overview

An Engineering Manager describes eight practical daily uses of AI across coding, planning, incident work, documentation, complex queries, unit-test writing, and debugging.

## Source excerpt

No BS practical everyday ways I use Ai for coding, planning, incidents, docs, complex queries, writing unit tests, debugging, and more